Discover Awesome MCP Servers

mem0-mcp-toggle

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

rag-rat

Local repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.

youtube-playlists-mcp

A simple MCP server to manage YouTube playlists built in TypeScript.

memory-mcp-server

Gives any AI tool persistent, searchable memory across sessions using hybrid semantic and keyword search, running 100% locally with no API keys or cloud dependencies.

mcp-whatsapp

MCP server that connects AI agents to WhatsApp using the multi-device API, enabling messaging, group management, and more as a regular user.

EDT Unicaen MCP Server

Enables querying University of Caen (Unicaen) schedule data to find next classes for professors, students, or rooms and check room availability. Integrates with ADE scheduling system to provide real-time schedule information through natural language queries.

mcp-jp

Japanese SMB SaaS connectors for MCP. Includes an L-Step (LINE marketing automation) server exposing 19 tools for friends, tags, and messaging.

Goodreads MCP Server

A CLI tool that integrates with Claude Desktop to allow users to retrieve their Goodreads library data through MCP.

Discourse MCP

Enables AI agents to interact with Discourse forums through search, reading topics/posts, browsing categories and tags, and creating posts. Supports both read-only public access and authenticated operations with configurable write permissions.

NotionMCP Server

A Python server that integrates MCP with Notion to automate documentation workflows and manage Notion pages via LLMs, supporting operations like creating, updating, and searching Notion content.

Elasticsearch MCP Server

An MCP server that enables AI assistants to directly interact with Elasticsearch for searching, aggregating, and retrieving documents from indices, supporting full-text search, semantic search, and various query modes.

context-mem

Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, With llm 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.

proofdrop-mcp

Enables AI agents to upload temporary public review artifacts (screenshots, screen recordings) to Neon Storage and obtain shareable URLs for use in GitHub PR descriptions, issue comments, and agent reports.

astroway-mcp

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas, Tarot, Numerology, Human Design. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits per month.

fix-mcp

MCP server for AI-assisted trading operations, enabling agents to diagnose and resolve FIX, OMS, and venue incidents through controlled tools and human approval.

wordly

An MCP App that provides an interactive UI for visualizing multiple rewritten variations of text, enabling grammar checking, style adjustments, and text improvements with real-time comparison.

mcp-arcgis-eagan

Enables querying and exploring City of Eagan open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, supporting dataset search, layer query, and schema inspection through natural language.

code-copy-mcp

MCP server for copying and pasting code between files with security controls and validation.

Interactive Brokers MCP Server

Provides tools for interacting with Interactive Brokers Gateway to access market data, account summaries, and portfolio positions. It enables users to perform contract lookups, retrieve historical OHLCV bars, and view real-time quotes through natural language interfaces.

Snippets MCP

Enables storing, searching, and managing code snippets using hybrid semantic search and keyword matching with automatic language detection and tag-based organization.

Capture Win MCP

Enables AI assistants to interact with macOS windows through yabai, providing window listing organized by Spaces and screenshot capture capabilities.

HAOps MCP Server

Enables Claude to interact with the HAOps project management system for managing projects, modules, features, and issues.

MCP SSE Server POC

Enables creating and managing MCP server configurations with SSE streaming endpoints via a UI, deployable on Render with zero infrastructure.

Doppler MCP Server

Enables secure secrets management through the Doppler CLI via natural language interactions. Supports managing secrets, projects, configs, and environments across different Doppler workspaces.

Fables MCP Server

An MCP server that provides AI agents with tools to build, deploy, and manage Flutter applications, including APK/AAB generation, keystore management, and CI/CD integration.

CSE Market MCP Server

Enables querying real-time and historical Colombo Stock Exchange data, including prices, sectors, top movers, and technical indicators like RSI and MACD, for AI-assisted market analysis.

creator-analysis-mcp

Remote MCP server that provides Creator Recommendation API tools (creator_research, creator_tagged_media, etc.) with secure authentication, rate limiting, and OAuth support for Claude clients.

google-drive-mcp-server

Enables AI assistants to interact with Google Drive, including reading, searching, listing folders, and uploading files.

Depfender MCP Server

Enables users to scan software packages for data exfiltration and security threats directly within their IDE across npm, PyPI, Cargo, and Maven ecosystems. This tool helps ensure the safety of project dependencies by identifying potential risks before they are integrated.